diff --git a/poetry.lock b/poetry.lock
index 0b85520a50..48153629d6 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -82,7 +82,7 @@ test = ["coverage", "flake8", "pexpect", "wheel"]
 
 [[package]]
 name = "atomicwrites"
-version = "1.4.0"
+version = "1.4.1"
 description = "Atomic file writes."
 category = "main"
 optional = true
@@ -104,7 +104,7 @@ tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>
 
 [[package]]
 name = "babel"
-version = "2.10.2"
+version = "2.10.3"
 description = "Internationalization utilities"
 category = "main"
 optional = true
@@ -254,7 +254,7 @@ docs = ["sphinx (>=3.0.3,<4.0.0)", "sphinx-rtd-theme (>=0.4.3,<0.5.0)", "sphinxc
 
 [[package]]
 name = "certifi"
-version = "2022.5.18.1"
+version = "2022.6.15"
 description = "Python package for providing Mozilla's CA Bundle."
 category = "main"
 optional = false
@@ -262,7 +262,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "cffi"
-version = "1.15.0"
+version = "1.15.1"
 description = "Foreign Function Interface for Python calling C code."
 category = "main"
 optional = false
@@ -356,7 +356,7 @@ dev = ["pytest (>=3.6)", "pytest-cov", "wheel", "coveralls"]
 
 [[package]]
 name = "colorama"
-version = "0.4.4"
+version = "0.4.5"
 description = "Cross-platform colored terminal text."
 category = "main"
 optional = false
@@ -825,7 +825,7 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "imagesize"
-version = "1.3.0"
+version = "1.4.1"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
 category = "main"
 optional = true
@@ -963,7 +963,7 @@ python-versions = "*"
 
 [[package]]
 name = "lxml"
-version = "4.9.0"
+version = "4.9.1"
 description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
 category = "main"
 optional = false
@@ -1779,7 +1779,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "pyzmq"
-version = "23.1.0"
+version = "23.2.0"
 description = "Python bindings for 0MQ"
 category = "main"
 optional = true
@@ -1951,7 +1951,7 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "schema-salad"
-version = "8.3.20220525163636"
+version = "8.3.20220626185350"
 description = "Schema Annotations for Linked Avro Data (SALAD)"
 category = "main"
 optional = false
@@ -2186,7 +2186,7 @@ test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-spelling"
-version = "7.5.0"
+version = "7.6.0"
 description = "Sphinx spelling extension"
 category = "main"
 optional = true
@@ -2269,7 +2269,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "tomlkit"
-version = "0.11.0"
+version = "0.11.1"
 description = "Style preserving TOML library"
 category = "main"
 optional = true
@@ -2277,11 +2277,11 @@ python-versions = ">=3.6,<4.0"
 
 [[package]]
 name = "tornado"
-version = "6.1"
+version = "6.2"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 category = "main"
 optional = true
-python-versions = ">= 3.5"
+python-versions = ">= 3.7"
 
 [[package]]
 name = "tqdm"
@@ -2325,7 +2325,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "types-python-dateutil"
-version = "2.8.17"
+version = "2.8.18"
 description = "Typing stubs for python-dateutil"
 category = "main"
 optional = true
@@ -2333,7 +2333,7 @@ python-versions = "*"
 
 [[package]]
 name = "types-pyyaml"
-version = "6.0.8"
+version = "6.0.9"
 description = "Typing stubs for PyYAML"
 category = "main"
 optional = true
@@ -2365,7 +2365,7 @@ python-versions = "*"
 
 [[package]]
 name = "typing-extensions"
-version = "4.2.0"
+version = "4.3.0"
 description = "Backported and Experimental Type Hints for Python 3.7+"
 category = "main"
 optional = false
@@ -2373,11 +2373,11 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "urllib3"
-version = "1.26.9"
+version = "1.26.10"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, <4"
 
 [package.extras]
 brotli = ["brotlicffi (>=0.8.0)", "brotli (>=1.0.9)", "brotlipy (>=0.6.0)"]
@@ -2386,21 +2386,21 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "vcrpy"
-version = "4.1.1"
+version = "4.2.0"
 description = "Automatically mock your HTTP interactions to simplify and speed up testing"
 category = "main"
 optional = true
-python-versions = ">=3.5"
+python-versions = ">=3.7"
 
 [package.dependencies]
 PyYAML = "*"
 six = ">=1.5"
 wrapt = "*"
-yarl = {version = "*", markers = "python_version >= \"3.6\""}
+yarl = "*"
 
 [[package]]
 name = "walrus"
-version = "0.9.1"
+version = "0.9.2"
 description = "walrus"
 category = "main"
 optional = true
@@ -2430,7 +2430,7 @@ python-versions = "*"
 
 [[package]]
 name = "websocket-client"
-version = "1.3.2"
+version = "1.3.3"
 description = "WebSocket client for Python with low level API options"
 category = "main"
 optional = false
@@ -2717,16 +2717,15 @@ argcomplete = [
     {file = "argcomplete-2.0.0.tar.gz", hash = "sha256:6372ad78c89d662035101418ae253668445b391755cfe94ea52f1b9d22425b20"},
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+    {file = "atomicwrites-1.4.1.tar.gz", hash = "sha256:81b2c9071a49367a7f770170e5eec8cb66567cfbbc8c73d20ce5ca4a8d71cf11"},
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+    {file = "Babel-2.10.3.tar.gz", hash = "sha256:7614553711ee97490f732126dc077f8d0ae084ebc6a96e23db1482afabdb2c51"},
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@@ -2823,60 +2822,74 @@ calamus = [
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+    {file = "certifi-2022.6.15.tar.gz", hash = "sha256:84c85a9078b11105f04f3036a9482ae10e4621616db313fe045dd24743a0820d"},
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-    {file = "tornado-6.1.tar.gz", hash = "sha256:33c6e81d7bd55b468d2e793517c909b139960b6c790a60b7991b9b6b76fb9791"},
+    {file = "tornado-6.2-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:20f638fd8cc85f3cbae3c732326e96addff0a15e22d80f049e00121651e82e72"},
+    {file = "tornado-6.2-cp37-abi3-macosx_10_9_x86_64.whl", hash = "sha256:87dcafae3e884462f90c90ecc200defe5e580a7fbbb4365eda7c7c1eb809ebc9"},
+    {file = "tornado-6.2-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ba09ef14ca9893954244fd872798b4ccb2367c165946ce2dd7376aebdde8e3ac"},
+    {file = "tornado-6.2-cp37-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b8150f721c101abdef99073bf66d3903e292d851bee51910839831caba341a75"},
+    {file = "tornado-6.2-cp37-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d3a2f5999215a3a06a4fc218026cd84c61b8b2b40ac5296a6db1f1451ef04c1e"},
+    {file = "tornado-6.2-cp37-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:5f8c52d219d4995388119af7ccaa0bcec289535747620116a58d830e7c25d8a8"},
+    {file = "tornado-6.2-cp37-abi3-musllinux_1_1_i686.whl", hash = "sha256:6fdfabffd8dfcb6cf887428849d30cf19a3ea34c2c248461e1f7d718ad30b66b"},
+    {file = "tornado-6.2-cp37-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:1d54d13ab8414ed44de07efecb97d4ef7c39f7438cf5e976ccd356bebb1b5fca"},
+    {file = "tornado-6.2-cp37-abi3-win32.whl", hash = "sha256:5c87076709343557ef8032934ce5f637dbb552efa7b21d08e89ae7619ed0eb23"},
+    {file = "tornado-6.2-cp37-abi3-win_amd64.whl", hash = "sha256:e5f923aa6a47e133d1cf87d60700889d7eae68988704e20c75fb2d65677a8e4b"},
+    {file = "tornado-6.2.tar.gz", hash = "sha256:9b630419bde84ec666bfd7ea0a4cb2a8a651c2d5cccdbdd1972a0c859dfc3c13"},
 ]
 tqdm = [
     {file = "tqdm-4.62.3-py2.py3-none-any.whl", hash = "sha256:8dd278a422499cd6b727e6ae4061c40b48fce8b76d1ccbf5d34fca9b7f925b0c"},
@@ -4276,12 +4266,12 @@ typed-ast = [
     {file = "typed_ast-1.5.4.tar.gz", hash = "sha256:39e21ceb7388e4bb37f4c679d72707ed46c2fbf2a5609b8b8ebc4b067d977df2"},
 ]
 types-python-dateutil = [
-    {file = "types-python-dateutil-2.8.17.tar.gz", hash = "sha256:6c54265a221681dd87f61df6743bd5eab060cf1b4086ff65c1a8fd763ed6370e"},
-    {file = "types_python_dateutil-2.8.17-py3-none-any.whl", hash = "sha256:0be7435b4d382d1cd00b8c55a8a90f4e515aaad8a96f8f0bc20c22df046792e5"},
+    {file = "types-python-dateutil-2.8.18.tar.gz", hash = "sha256:8695c7d7a5b1aef4002f3ab4e1247e23b1d41cd7cc1286d4594c2d8c5593c991"},
+    {file = "types_python_dateutil-2.8.18-py3-none-any.whl", hash = "sha256:fd5ed97262b76ae684695ea38ace8dd7c1bc9491aba7eb4edf6654b7ecabc870"},
 ]
 types-pyyaml = [
-    {file = "types-PyYAML-6.0.8.tar.gz", hash = "sha256:d9495d377bb4f9c5387ac278776403eb3b4bb376851025d913eea4c22b4c6438"},
-    {file = "types_PyYAML-6.0.8-py3-none-any.whl", hash = "sha256:56a7b0e8109602785f942a11ebfbd16e97d5d0e79f5fbb077ec4e6a0004837ff"},
+    {file = "types-PyYAML-6.0.9.tar.gz", hash = "sha256:33ae75c84b8f61fddf0c63e9c7e557db9db1694ad3c2ee8628ec5efebb5a5e9b"},
+    {file = "types_PyYAML-6.0.9-py3-none-any.whl", hash = "sha256:b738e9ef120da0af8c235ba49d3b72510f56ef9bcc308fc8e7357100ff122284"},
 ]
 types-redis = [
     {file = "types-redis-4.0.6.tar.gz", hash = "sha256:3d870147794303077598343125727ee24a1a8961dca1a6870013152f2ba2a81b"},
@@ -4296,19 +4286,19 @@ types-tabulate = [
     {file = "types_tabulate-0.8.9-py3-none-any.whl", hash = "sha256:7971ed0cd40454eb18d82c01e2f18bcd09ca23cc9eb901c62d2b04e5d1f57f84"},
 ]
 typing-extensions = [
-    {file = "typing_extensions-4.2.0-py3-none-any.whl", hash = "sha256:6657594ee297170d19f67d55c05852a874e7eb634f4f753dbd667855e07c1708"},
-    {file = "typing_extensions-4.2.0.tar.gz", hash = "sha256:f1c24655a0da0d1b67f07e17a5e6b2a105894e6824b92096378bb3668ef02376"},
+    {file = "typing_extensions-4.3.0-py3-none-any.whl", hash = "sha256:25642c956049920a5aa49edcdd6ab1e06d7e5d467fc00e0506c44ac86fbfca02"},
+    {file = "typing_extensions-4.3.0.tar.gz", hash = "sha256:e6d2677a32f47fc7eb2795db1dd15c1f34eff616bcaf2cfb5e997f854fa1c4a6"},
 ]
 urllib3 = [
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-    {file = "urllib3-1.26.9.tar.gz", hash = "sha256:aabaf16477806a5e1dd19aa41f8c2b7950dd3c746362d7e3223dbe6de6ac448e"},
+    {file = "urllib3-1.26.10-py2.py3-none-any.whl", hash = "sha256:8298d6d56d39be0e3bc13c1c97d133f9b45d797169a0e11cdd0e0489d786f7ec"},
+    {file = "urllib3-1.26.10.tar.gz", hash = "sha256:879ba4d1e89654d9769ce13121e0f94310ea32e8d2f8cf587b77c08bbcdb30d6"},
 ]
 vcrpy = [
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-    {file = "vcrpy-4.1.1.tar.gz", hash = "sha256:57095bf22fc0a2d99ee9674cdafebed0f3ba763018582450706f7d3a74fff599"},
+    {file = "vcrpy-4.2.0-py2.py3-none-any.whl", hash = "sha256:7ec280c8d5385652f1117fe32a200e6676614007d9f946af9f07df1e5f92254c"},
+    {file = "vcrpy-4.2.0.tar.gz", hash = "sha256:94520b86fb765925adc8c77ff934e89a5e156c28e74a314320217ef1b454afe0"},
 ]
 walrus = [
-    {file = "walrus-0.9.1.tar.gz", hash = "sha256:966dc34c8fba842d58131ac513db298c7ced141d0d0beb9c8b1ec025590b2287"},
+    {file = "walrus-0.9.2.tar.gz", hash = "sha256:66217658830bc335ed832e4801e3e4f5ea7814576be468eca823237ad9930eae"},
 ]
 wcmatch = [
     {file = "wcmatch-8.2-py3-none-any.whl", hash = "sha256:9146b1ab9354e0797ef6ef69bc89cb32cb9f46d1b9eeef69c559aeec8f3bffb6"},
@@ -4319,8 +4309,8 @@ wcwidth = [
     {file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
 ]
 websocket-client = [
-    {file = "websocket-client-1.3.2.tar.gz", hash = "sha256:50b21db0058f7a953d67cc0445be4b948d7fc196ecbeb8083d68d94628e4abf6"},
-    {file = "websocket_client-1.3.2-py3-none-any.whl", hash = "sha256:722b171be00f2b90e1d4fb2f2b53146a536ca38db1da8ff49c972a4e1365d0ef"},
+    {file = "websocket-client-1.3.3.tar.gz", hash = "sha256:d58c5f284d6a9bf8379dab423259fe8f85b70d5fa5d2916d5791a84594b122b1"},
+    {file = "websocket_client-1.3.3-py3-none-any.whl", hash = "sha256:5d55652dc1d0b3c734f044337d929aaf83f4f9138816ec680c1aefefb4dc4877"},
 ]
 werkzeug = [
     {file = "Werkzeug-2.1.1-py3-none-any.whl", hash = "sha256:3c5493ece8268fecdcdc9c0b112211acd006354723b280d643ec732b6d4063d6"},
diff --git a/renku/core/dataset/providers/renku.py b/renku/core/dataset/providers/renku.py
index 7e9695938e..3dc162415d 100644
--- a/renku/core/dataset/providers/renku.py
+++ b/renku/core/dataset/providers/renku.py
@@ -140,7 +140,10 @@ def _fetch_dataset_info(self, uri):
             kg_path = f"/knowledge-graph/projects/{project_id}"
             project_kg_url = parsed_url._replace(path=kg_path).geturl()
         elif not dataset_info:
-            raise errors.NotFound(f"Resource not found in knowledge graph: {uri}")
+            raise errors.NotFound(
+                f"Resource not found in knowledge graph: {uri}\n"
+                f"Hint: If the project is private you need to 'renku login {parsed_url.netloc}'"
+            )
         else:
             project = dataset_info.get("project", {})
             links = project.get("_links", [])
@@ -193,11 +196,13 @@ def _query_knowledge_graph(self, url):
         except errors.RequestError as e:
             raise errors.OperationError(f"Cannot access knowledge graph: {url}") from e
 
+        parsed_uri = urllib.parse.urlparse(self._uri)
         if response.status_code == 404:
-            raise errors.NotFound(f"Resource not found in knowledge graph: {url}")
+            raise errors.NotFound(
+                f"Resource not found in knowledge graph: {url}\n"
+                f"Hint: If the project is private you need to 'renku login {parsed_uri.netloc}'"
+            )
         elif response.status_code in [401, 403]:
-            parsed_uri = urllib.parse.urlparse(self._uri)
-
             raise errors.OperationError(
                 f"Unauthorized access to knowledge graph: Run 'renku login {parsed_uri.netloc}'"
             )
diff --git a/renku/core/session/renkulab.py b/renku/core/session/renkulab.py
index 7d6bc93e90..31bd1bf88e 100644
--- a/renku/core/session/renkulab.py
+++ b/renku/core/session/renkulab.py
@@ -73,7 +73,8 @@ def _get_anonymous_token() -> Optional[str]:
         if not anon_token:
             raise errors.AuthenticationError(
                 "Could not get anonymous user token from Renku. "
-                f"Ensure the Renku deployment at {renku_url} supports anonymous sessions."
+                f"Ensure the Renku deployment at {renku_url} supports anonymous sessions or use "
+                f"'renku login {renku_host}' to log in."
             )
         client.set_value(section="anonymous_token", key=renku_host, value=anon_token, global_only=True)
     return anon_token